Ultra-fast Optical Network Throughput Prediction using Graph Neural Networks.
Robin MatznerRuijie LuoGeorge ZervasPolina BayvelPublished in: ONDM (2022)
Keyphrases
- neural network
- elman network
- radial basis function network
- pattern recognition
- prediction accuracy
- network architecture
- network model
- complex networks
- spanning tree
- traffic load
- graph theory
- neural network model
- path length
- graph structure
- fully connected
- recurrent networks
- multilayer perceptron
- genetic algorithm
- allocation scheme
- hopfield network
- random graphs
- neural network structure
- optical networks
- transmission delay
- mesh network
- small world
- multi layer perceptron
- neural nets
- prediction model
- response time
- edge weights
- weighted graph
- recurrent neural networks
- radial basis function
- network structure
- self organizing maps
- wireless networks
- back propagation
- random walk
- wireless sensor networks